Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping

Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping

Landslides represent a significant global natural hazard, threatening human settlements and the natural environment. The primary objective of the study was to develop a landslide susceptibility modeling approach that enhances prediction accuracy and informs land-use planning decisions. The study uti...

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Bibliographic Details
Main Authors: Qi Zhang, Zixin Ning, Xiaohu Ding, Junfeng Wu, Zhao Wang, Paraskevas Tsangaratos, Ioanna Ilia, Yukun Wang, Wei Chen
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Water
Subjects:
single-based and hybrid models
bagging
reduced error pruning decision tree
function tree
Yanchuan County
Online Access:https://www.mdpi.com/2073-4441/16/5/657

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